Benchmarks
Real performance data, not marketing claims. Our benchmarks test every GPU we offer across LLM inference, image generation, OCR, and TTS workloads on dedicated GPU servers. See our tokens/sec benchmark for the latest results.
vLLM vs TGI vs Ollama: A Benchmark Comparison for Production Inference
vLLM, Hugging Face TGI, and Ollama are the three most-deployed open inference engines. Here is the head-to-head on throughput, latency, and feature parity.
FLUX.1 Images per Second by GPU: Real Benchmarks Across Every Card We Host
Real images-per-minute throughput for FLUX.1 dev and schnell on every GPU we rent — FP16, FP8 and GGUF quantisation paths.
Reranker Throughput on the RTX 5060 Ti 16 GB: BGE-Reranker, ColBERT, Cross-Encoders
BGE-reranker, ColBERT and cross-encoder rerankers are critical for RAG quality. Here is the throughput each can sustain on a single…
Fine-Tuning Throughput on the RTX 5060 Ti 16 GB: Tokens per Second by Method
How many fine-tuning tokens-per-second can a single RTX 5060 Ti 16 GB process? Real numbers across QLoRA, LoRA, and full…
Qwen-VL Vision-Language Benchmark on the RTX 5060 Ti 16 GB
Qwen 2.5 VL is the strongest open-weight vision-language model that fits 16 GB. Here is how it performs on a…
How Many Concurrent LLM Users Can an RTX 3090 24 GB Handle?
Real concurrent-user numbers for an RTX 3090 hosting Mistral 7B, Llama 3.1 8B, and Qwen 2.5 14B INT4. With latency…
RTX 4090 24 GB TFLOPS Benchmark Class: Where It Sits in the AI Hierarchy
The RTX 4090 punches at roughly the same FP16 TFLOPS class as datacenter A100 cards. Here is the precise benchmark…
Mistral 7B and Mistral Small 22B Benchmarks Across Every GPU We Host
Real tokens-per-second, time-to-first-token and cost-per-million-tokens numbers for Mistral 7B Instruct and Mistral Small 22B on every GPU in the GigaGPU…
Mistral 7B and Mistral Small 22B Benchmarks Across Every GPU We Host
Real tokens-per-second, time-to-first-token and cost-per-million-tokens numbers for Mistral 7B Instruct and Mistral Small 22B on every GPU in the GigaGPU…
Mistral 7B and Mistral Small 22B Benchmarks Across Every GPU We Host
Real tokens-per-second, time-to-first-token and cost-per-million-tokens numbers for Mistral 7B Instruct and Mistral Small 22B on every GPU in the GigaGPU…
Explore GPU Hosting Solutions
From the blog to your next deployment — pick the right platform for your workload.
Tokens/sec Benchmarks
Real-world tokens per second data across every GPU we offer, tested on popular LLMs.
View BenchmarksTTS Latency Benchmarks
Time-to-first-audio for Coqui, Bark, Kokoro, and XTTS-v2 across GPU tiers.
View TTS BenchmarksOCR Speed Benchmarks
Pages per second for PaddleOCR and Tesseract across our GPU server lineup.
View OCR BenchmarksCost per 1M Tokens
What does it cost to process a million tokens on each GPU? Interactive calculator.
Calculate CostDedicated GPU Hosting
Bare-metal servers with a dedicated GPU, NVMe, full root access, and 1Gbps networking from our UK datacenter.
Browse GPU ServersOpen Source LLM Hosting
Deploy LLaMA, Mistral, DeepSeek, and more on dedicated hardware with no per-token API fees.
Explore LLM HostingReady to deploy your AI workload?
Dedicated GPU servers from our UK datacenter. NVMe storage, 1Gbps networking, full root access.
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